epoch 0, loss_tr=25.126490 err_tr=0.990195 loss_te=25.698282 err_te=0.981430 err_te_snt=0.971140
epoch 8, loss_tr=23.584196 err_tr=0.535498 loss_te=25.135757 err_te=0.676565 err_te_snt=0.135642
epoch 16, loss_tr=23.329285 err_tr=0.299512 loss_te=24.953424 err_te=0.546991 err_te_snt=0.055556
epoch 24, loss_tr=23.218367 err_tr=0.179443 loss_te=24.873926 err_te=0.493291 err_te_snt=0.028860
epoch 32, loss_tr=23.156158 err_tr=0.111348 loss_te=24.880737 err_te=0.499818 err_te_snt=0.067100
epoch 40, loss_tr=23.119537 err_tr=0.073750 loss_te=24.778748 err_te=0.430535 err_te_snt=0.025974
epoch 48, loss_tr=23.096645 err_tr=0.051211 loss_te=24.747393 err_te=0.412542 err_te_snt=0.015873
epoch 56, loss_tr=23.077915 err_tr=0.034414 loss_te=24.692213 err_te=0.374873 err_te_snt=0.010823
epoch 64, loss_tr=23.066267 err_tr=0.024883 loss_te=24.679352 err_te=0.368396 err_te_snt=0.009380
epoch 72, loss_tr=23.056726 err_tr=0.018096 loss_te=24.664648 err_te=0.360500 err_te_snt=0.009380
epoch 80, loss_tr=23.049702 err_tr=0.013682 loss_te=24.641457 err_te=0.344707 err_te_snt=0.007937
epoch 88, loss_tr=23.043400 err_tr=0.010166 loss_te=24.621075 err_te=0.330395 err_te_snt=0.007937
epoch 96, loss_tr=23.038889 err_tr=0.008467 loss_te=24.617935 err_te=0.330741 err_te_snt=0.007215
epoch 104, loss_tr=23.034885 err_tr=0.006787 loss_te=24.618498 err_te=0.330602 err_te_snt=0.005772
epoch 112, loss_tr=23.031153 err_tr=0.004736 loss_te=24.592234 err_te=0.315047 err_te_snt=0.006494
epoch 120, loss_tr=23.028368 err_tr=0.003965 loss_te=24.599699 err_te=0.318040 err_te_snt=0.004329
epoch 128, loss_tr=23.026114 err_tr=0.003242 loss_te=24.614733 err_te=0.327911 err_te_snt=0.004329
epoch 136, loss_tr=23.023909 err_tr=0.002949 loss_te=24.638393 err_te=0.344870 err_te_snt=0.010101
epoch 144, loss_tr=23.021851 err_tr=0.002197 loss_te=24.575684 err_te=0.300167 err_te_snt=0.003608
epoch 152, loss_tr=23.020372 err_tr=0.001641 loss_te=24.564299 err_te=0.294127 err_te_snt=0.003608
epoch 160, loss_tr=23.018545 err_tr=0.001514 loss_te=24.593290 err_te=0.312436 err_te_snt=0.008658
epoch 168, loss_tr=23.017452 err_tr=0.001426 loss_te=24.574720 err_te=0.302193 err_te_snt=0.005772
epoch 176, loss_tr=23.016275 err_tr=0.001406 loss_te=24.560583 err_te=0.292387 err_te_snt=0.005051
epoch 184, loss_tr=23.015087 err_tr=0.001162 loss_te=24.570473 err_te=0.298002 err_te_snt=0.005051
epoch 192, loss_tr=23.014055 err_tr=0.000986 loss_te=24.557993 err_te=0.290518 err_te_snt=0.004329
epoch 200, loss_tr=23.013308 err_tr=0.000986 loss_te=24.561478 err_te=0.293246 err_te_snt=0.003608
epoch 208, loss_tr=23.012421 err_tr=0.000947 loss_te=24.583355 err_te=0.305759 err_te_snt=0.005051
epoch 216, loss_tr=23.011457 err_tr=0.000674 loss_te=24.553843 err_te=0.284509 err_te_snt=0.006494
epoch 224, loss_tr=23.010960 err_tr=0.000596 loss_te=24.553049 err_te=0.286003 err_te_snt=0.003608
epoch 232, loss_tr=23.009975 err_tr=0.000527 loss_te=24.551449 err_te=0.284651 err_te_snt=0.004329
epoch 240, loss_tr=23.009399 err_tr=0.000498 loss_te=24.543699 err_te=0.279592 err_te_snt=0.003608
epoch 248, loss_tr=23.008686 err_tr=0.000420 loss_te=24.567415 err_te=0.293736 err_te_snt=0.003608
epoch 256, loss_tr=23.008265 err_tr=0.000430 loss_te=24.546492 err_te=0.279597 err_te_snt=0.003608
epoch 264, loss_tr=23.007626 err_tr=0.000420 loss_te=24.544516 err_te=0.281042 err_te_snt=0.003608
epoch 272, loss_tr=23.007250 err_tr=0.000381 loss_te=24.559261 err_te=0.287959 err_te_snt=0.004329
epoch 280, loss_tr=23.006660 err_tr=0.000342 loss_te=24.537241 err_te=0.273987 err_te_snt=0.002886
epoch 288, loss_tr=23.006266 err_tr=0.000312 loss_te=24.528437 err_te=0.269719 err_te_snt=0.005772
epoch 296, loss_tr=23.005705 err_tr=0.000205 loss_te=24.556452 err_te=0.286213 err_te_snt=0.004329
epoch 304, loss_tr=23.005327 err_tr=0.000225 loss_te=24.530630 err_te=0.269958 err_te_snt=0.003608
epoch 312, loss_tr=23.004965 err_tr=0.000225 loss_te=24.542469 err_te=0.276850 err_te_snt=0.006494
epoch 320, loss_tr=23.004597 err_tr=0.000234 loss_te=24.540367 err_te=0.275470 err_te_snt=0.004329
epoch 328, loss_tr=23.004118 err_tr=0.000176 loss_te=24.551825 err_te=0.281874 err_te_snt=0.005051
epoch 336, loss_tr=23.003935 err_tr=0.000215 loss_te=24.541388 err_te=0.275470 err_te_snt=0.002165
epoch 344, loss_tr=23.003559 err_tr=0.000146 loss_te=24.529316 err_te=0.268604 err_te_snt=0.002886
epoch 352, loss_tr=23.003000 err_tr=0.000117 loss_te=24.544741 err_te=0.279205 err_te_snt=0.005051
